Resource-rational analysis: Understanding human cognition as the optimal use of limited computational resources
Behavioral and Brain Sciences, 2020. [All Versions]. A resource-rational account on interpreting human intelligence.
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Computational Rationality: Linking Mechanism and Behavior Through Bounded Utility Maximization onlinelibrary.wiley.com
Topics in Cognitive Science, 2014. [All Versions]. Introducing the computational rationality framework for including information-processing bounds in rational analyses, which emphasizes the incorporation of computational mechanism into the definition of rational action.
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Rational Use of Cognitive Resources: Levels of Analysis Between the Computational and the Algorithmic onlinelibrary.wiley.com
Topics in Cognitive Science, 2015. [All Versions]. An earlier version of the paper above.
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Rationalization is rational cambridge.org
Behavioral and Brain Sciences, 2020. [All Versions]. [Preprint]. Rationalization occurs when a person has performed an action and then concocts the beliefs and desires that would have made it rational. Then, people often adjust their own beliefs and desires to match the…
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Science, 2015. [All Versions]. A comprehensive review on the rationality of Bayesian computational models.
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The Adaptive Nature of Human Categorization Behavior act-r.psy.cmu.edu
Psychological Review, 1991. [All Versions]. The original paper that relates cognitive resource limitation with Bayesian rational analysis, in the case of categorization behavior.
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Bounded Rationality plato.stanford.edu
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AGI & CoCoSci › Papers > Meta-Level Considerations > Rationality: “Behavioral and Brain Sciences, 2020. [All Versions]. A resource-rational account on interpreting human intelligence.”